Matches in Nanopublications for { ?s ?p ?o <http://purl.org/np/RAKL5Z1hCCEjKCuWrJf7LDnbuVrWMLGLiox2JT_R8M8Xw#assertion>. }
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- dataset-label type LiteralPlaceholder assertion.
- algorithm type GuidedChoicePlaceholder assertion.
- assertion type AssertionTemplate assertion.
- dataset type UriPlaceholder assertion.
- evaluation type LocalResource assertion.
- evaluation-measure type GuidedChoicePlaceholder assertion.
- evaluation-value type LiteralPlaceholder assertion.
- run type LocalResource assertion.
- st60 type OptionalStatement assertion.
- task type GuidedChoicePlaceholder assertion.
- type label "is a" assertion.
- label label "has the name" assertion.
- Run label "run of a Machine Learning experiment" assertion.
- hasOutput label "has as output" assertion.
- hasValue label "has the result value" assertion.
- realizes label "executes an implementation that implements the algorithm" assertion.
- specifiedBy label "measures" assertion.
- dataset-label label "the name of the dataset" assertion.
- algorithm label "the used algorithm (e.g. Random Forest)" assertion.
- assertion label "Publishing the evaluation result of a Machine Learning experiment" assertion.
- dataset label "the URL of the used dataset" assertion.
- evaluation label "an evaluation" assertion.
- evaluation-measure label "the evaluation measure (e.g. Accuracy)" assertion.
- evaluation-value label "value of the evaluation result (e.g. 0.81 if the accuracy is 81%)" assertion.
- run label "a run" assertion.
- task label "the task performed (e.g. Spam Detection)" assertion.
- st10 subject run assertion.
- st20 subject run assertion.
- st30 subject run assertion.
- st40 subject run assertion.
- st50 subject run assertion.
- st60 subject dataset assertion.
- st70 subject evaluation assertion.
- st80 subject evaluation assertion.
- st10 predicate type assertion.
- st20 predicate realizes assertion.
- st30 predicate achieves assertion.
- st40 predicate hasOutput assertion.
- st50 predicate hasInput assertion.
- st60 predicate label assertion.
- st70 predicate specifiedBy assertion.
- st80 predicate hasValue assertion.
- st10 object Run assertion.
- st20 object algorithm assertion.
- st30 object task assertion.
- st40 object evaluation assertion.
- st50 object dataset assertion.
- st60 object dataset-label assertion.
- st70 object evaluation-measure assertion.
- st80 object evaluation-value assertion.
- assertion hasStatement st10 assertion.
- assertion hasStatement st20 assertion.
- assertion hasStatement st30 assertion.
- assertion hasStatement st40 assertion.
- assertion hasStatement st50 assertion.
- assertion hasStatement st60 assertion.
- assertion hasStatement st70 assertion.
- assertion hasStatement st80 assertion.
- assertion description "Such a nanopublication describes the results of a Machine Learning experiment, such as the accuracy achieved by a applying a given ML technique on a given dataset. This template is based on <a href="https://ml-schema.github.io/documentation/ML%20Schema.html">ML Schema</a>." assertion.
- algorithm possibleValuesFromApi "https://www.wikidata.org/w/api.php?action=wbsearchentities&language=en&format=json&limit=5&search=" assertion.
- algorithm possibleValuesFromApi "https://www.ebi.ac.uk/ols/api/select?fieldList=iri,label,description&q=" assertion.
- algorithm possibleValuesFromApi "http://purl.org/nanopub/api/find_signed_things?type=http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23Algorithm&searchterm=" assertion.
- evaluation-measure possibleValuesFromApi "https://www.ebi.ac.uk/ols/api/select?ontology=stato&fieldList=iri,label,description&q=" assertion.
- evaluation-measure possibleValuesFromApi "http://purl.org/nanopub/api/find_signed_things?type=http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23EvaluationMeasure&searchterm=" assertion.
- task possibleValuesFromApi "https://www.wikidata.org/w/api.php?action=wbsearchentities&language=en&format=json&limit=5&search=" assertion.
- task possibleValuesFromApi "https://www.ebi.ac.uk/ols/api/select?fieldList=iri,label,description&q=" assertion.
- task possibleValuesFromApi "http://purl.org/nanopub/api/find_signed_things?type=http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23Task&searchterm=" assertion.
- assertion hasTag "Machine Learning" assertion.